Scott Robinson
@scottrobinson
Senior software engineer building AI-driven automation platforms with scalable distributed backends and reliable LLM integrations.
What I'm looking for
I’m a Senior Full-Stack & AI Automation Engineer who designs scalable distributed systems and AI-driven workflows. I’ve led development of a multi-agent automation platform that reduced manual workload by 30% while powering AI email services for over 20,000 users.
I bring deep backend engineering strength across Python, FastAPI, Django, .NET, and Node.js—building microservices and event-driven architectures that improve reliability and throughput. In fintech and healthcare SaaS environments, I designed high-throughput service architectures that increased deployment speed by 35% and strengthened performance across environments.
My AI focus centers on LLM integration and practical automation: orchestrating multi-agent workflows (STT → LLM classification → routing → task creation), building RAG systems, and engineering AI email and document pipelines. I’ve implemented OCR + LLM pipelines to turn unstructured documents into structured datasets and reduced manual review by 50%.
I care about production outcomes—secure APIs with OAuth2/JWT, real-time features with WebSockets, and CI/CD automation that delivers zero-downtime releases. I’m looking to apply my backend engineering and LLM integration expertise to accelerate intelligent product development and platform-scale automation.
Experience
Work history, roles, and key accomplishments
Software Engineer (Freelance)
Upwork
Oct 2018 - Aug 2022 (3 years 10 months)
Delivered full-stack solutions using FastAPI, .NET, and Node.js with React/Angular on AWS Lambda, S3, and Kubernetes, improving system reliability and meeting client SLAs. Built ETL and event-driven automations (queues/serverless) and enforced CI/CD with GitHub Actions, reducing load times 20% and speeding deployments 3×.
Education
Degrees, certifications, and relevant coursework
Carleton University
Bachelor of Science, Computer Science
2014 - 2018
Earned a B.Sc. in Computer Science at Carleton University from 2014 to 2018.
Availability
Location
Authorized to work in
Job categories
Skills
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